Task 13247955
| Name | ParityModified-1647041344-1275-1-0_0 |
| Workunit | 10366381 |
| Created | 15 Mar 2022, 21:50:57 UTC |
| Sent | 22 Mar 2022, 21:24:13 UTC |
| Report deadline | 30 Mar 2022, 21:24:13 UTC |
| Received | 23 Mar 2022, 2:34:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 44 min 33 sec |
| CPU time | 3 hours 34 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.51 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031098 | val_loss: 0.0311445 | Time: 6538.44 ms
[2022-03-23 07:36:02 main:574] : INFO : Epoch 1543 | loss: 0.0310971 | val_loss: 0.0311424 | Time: 6527.52 ms
[2022-03-23 07:36:09 main:574] : INFO : Epoch 1544 | loss: 0.031097 | val_loss: 0.0311408 | Time: 6551.34 ms
[2022-03-23 07:36:15 main:574] : INFO : Epoch 1545 | loss: 0.0310979 | val_loss: 0.0311448 | Time: 6542.91 ms
[2022-03-23 07:36:22 main:574] : INFO : Epoch 1546 | loss: 0.0310971 | val_loss: 0.0311424 | Time: 6530.24 ms
[2022-03-23 07:36:28 main:574] : INFO : Epoch 1547 | loss: 0.031096 | val_loss: 0.0311436 | Time: 6544.36 ms
[2022-03-23 07:36:35 main:574] : INFO : Epoch 1548 | loss: 0.0310986 | val_loss: 0.0311418 | Time: 6559.23 ms
[2022-03-23 07:36:42 main:574] : INFO : Epoch 1549 | loss: 0.0310996 | val_loss: 0.0311429 | Time: 6536.87 ms
[2022-03-23 07:36:48 main:574] : INFO : Epoch 1550 | loss: 0.0310992 | val_loss: 0.0311394 | Time: 6517 ms
[2022-03-23 07:36:55 main:574] : INFO : Epoch 1551 | loss: 0.0311043 | val_loss: 0.0311445 | Time: 6547.02 ms
[2022-03-23 07:37:01 main:574] : INFO : Epoch 1552 | loss: 0.0311032 | val_loss: 0.0311385 | Time: 6542.48 ms
[2022-03-23 07:37:08 main:574] : INFO : Epoch 1553 | loss: 0.0311004 | val_loss: 0.0311401 | Time: 6517.52 ms
[2022-03-23 07:37:14 main:574] : INFO : Epoch 1554 | loss: 0.0310981 | val_loss: 0.031136 | Time: 6543.02 ms
[2022-03-23 07:37:21 main:574] : INFO : Epoch 1555 | loss: 0.0310989 | val_loss: 0.0311414 | Time: 6533.5 ms
[2022-03-23 07:37:27 main:574] : INFO : Epoch 1556 | loss: 0.031102 | val_loss: 0.0311412 | Time: 6523.53 ms
[2022-03-23 07:37:34 main:574] : INFO : Epoch 1557 | loss: 0.0311064 | val_loss: 0.0311409 | Time: 6529.25 ms
[2022-03-23 07:37:40 main:574] : INFO : Epoch 1558 | loss: 0.0311057 | val_loss: 0.0311385 | Time: 6523.06 ms
[2022-03-23 07:37:47 main:574] : INFO : Epoch 1559 | loss: 0.0311041 | val_loss: 0.0311415 | Time: 6677.68 ms
[2022-03-23 07:37:54 main:574] : INFO : Epoch 1560 | loss: 0.0311058 | val_loss: 0.031139 | Time: 6655.26 ms
[2022-03-23 07:38:00 main:574] : INFO : Epoch 1561 | loss: 0.031104 | val_loss: 0.0311333 | Time: 6543.62 ms
[2022-03-23 07:38:07 main:574] : INFO : Epoch 1562 | loss: 0.0311022 | val_loss: 0.0311405 | Time: 6528.01 ms
[2022-03-23 07:38:13 main:574] : INFO : Epoch 1563 | loss: 0.0311012 | val_loss: 0.0311441 | Time: 6540.61 ms
[2022-03-23 07:38:20 main:574] : INFO : Epoch 1564 | loss: 0.0310998 | val_loss: 0.0311375 | Time: 6540.87 ms
[2022-03-23 07:38:26 main:574] : INFO : Epoch 1565 | loss: 0.0310986 | val_loss: 0.0311379 | Time: 6536.24 ms
[2022-03-23 07:38:33 main:574] : INFO : Epoch 1566 | loss: 0.031096 | val_loss: 0.0311388 | Time: 6518.6 ms
[2022-03-23 07:38:39 main:574] : INFO : Epoch 1567 | loss: 0.031096 | val_loss: 0.0311414 | Time: 6548.43 ms
[2022-03-23 07:38:46 main:574] : INFO : Epoch 1568 | loss: 0.0310991 | val_loss: 0.0311449 | Time: 6549.55 ms
[2022-03-23 07:38:53 main:574] : INFO : Epoch 1569 | loss: 0.031101 | val_loss: 0.0311419 | Time: 6528.91 ms
[2022-03-23 07:38:59 main:574] : INFO : Epoch 1570 | loss: 0.0311017 | val_loss: 0.0311379 | Time: 6524.57 ms
[2022-03-23 07:39:06 main:574] : INFO : Epoch 1571 | loss: 0.0310985 | val_loss: 0.0311424 | Time: 6548.04 ms
[2022-03-23 07:39:12 main:574] : INFO : Epoch 1572 | loss: 0.0310953 | val_loss: 0.0311422 | Time: 6542.35 ms
[2022-03-23 07:39:19 main:574] : INFO : Epoch 1573 | loss: 0.0310955 | val_loss: 0.0311423 | Time: 6528.39 ms
[2022-03-23 07:39:25 main:574] : INFO : Epoch 1574 | loss: 0.0310977 | val_loss: 0.031156 | Time: 6526.86 ms
[2022-03-23 07:39:32 main:574] : INFO : Epoch 1575 | loss: 0.0310994 | val_loss: 0.0311381 | Time: 6558.78 ms
[2022-03-23 07:39:38 main:574] : INFO : Epoch 1576 | loss: 0.0310957 | val_loss: 0.031139 | Time: 6546.19 ms
[2022-03-23 07:39:45 main:574] : INFO : Epoch 1577 | loss: 0.031095 | val_loss: 0.0311374 | Time: 6536.46 ms
[2022-03-23 07:39:51 main:574] : INFO : Epoch 1578 | loss: 0.0310972 | val_loss: 0.0311433 | Time: 6526.61 ms
[2022-03-23 07:39:58 main:574] : INFO : Epoch 1579 | loss: 0.0310988 | val_loss: 0.0311431 | Time: 6528.21 ms
[2022-03-23 07:40:05 main:574] : INFO : Epoch 1580 | loss: 0.0310989 | val_loss: 0.0311442 | Time: 6556.97 ms
[2022-03-23 07:40:11 main:574] : INFO : Epoch 1581 | loss: 0.0311004 | val_loss: 0.0311371 | Time: 6564.56 ms
[2022-03-23 07:40:18 main:574] : INFO : Epoch 1582 | loss: 0.031098 | val_loss: 0.0311384 | Time: 6526.17 ms
[2022-03-23 07:40:24 main:574] : INFO : Epoch 1583 | loss: 0.0310944 | val_loss: 0.0311367 | Time: 6523.93 ms
[2022-03-23 07:40:31 main:574] : INFO : Epoch 1584 | loss: 0.0310937 | val_loss: 0.0311397 | Time: 6574.15 ms
[2022-03-23 07:40:37 main:574] : INFO : Epoch 1585 | loss: 0.0310934 | val_loss: 0.0311442 | Time: 6555.36 ms
[2022-03-23 07:40:44 main:574] : INFO : Epoch 1586 | loss: 0.031098 | val_loss: 0.0311388 | Time: 6512.33 ms
[2022-03-23 07:40:50 main:574] : INFO : Epoch 1587 | loss: 0.0310947 | val_loss: 0.0311398 | Time: 6532.62 ms
[2022-03-23 07:40:57 main:574] : INFO : Epoch 1588 | loss: 0.0310969 | val_loss: 0.031138 | Time: 6557.93 ms
[2022-03-23 07:41:03 main:574] : INFO : Epoch 1589 | loss: 0.0310944 | val_loss: 0.0311408 | Time: 6531.32 ms
[2022-03-23 07:41:10 main:574] : INFO : Epoch 1590 | loss: 0.0310933 | val_loss: 0.0311467 | Time: 6549.47 ms
[2022-03-23 07:41:17 main:574] : INFO : Epoch 1591 | loss: 0.0310912 | val_loss: 0.0311442 | Time: 6534.72 ms
[2022-03-23 07:41:23 main:574] : INFO : Epoch 1592 | loss: 0.0310948 | val_loss: 0.0311446 | Time: 6540.37 ms
[2022-03-23 07:41:30 main:574] : INFO : Epoch 1593 | loss: 0.0310966 | val_loss: 0.0311347 | Time: 6548.05 ms
[2022-03-23 07:41:36 main:574] : INFO : Epoch 1594 | loss: 0.0310934 | val_loss: 0.0311383 | Time: 6561.08 ms
[2022-03-23 07:41:43 main:574] : INFO : Epoch 1595 | loss: 0.0310934 | val_loss: 0.0311385 | Time: 6606.29 ms
[2022-03-23 07:41:49 main:574] : INFO : Epoch 1596 | loss: 0.0310941 | val_loss: 0.0311454 | Time: 6554.93 ms
[2022-03-23 07:41:56 main:574] : INFO : Epoch 1597 | loss: 0.0310965 | val_loss: 0.0311478 | Time: 6547.26 ms
[2022-03-23 07:42:03 main:574] : INFO : Epoch 1598 | loss: 0.0310981 | val_loss: 0.0311446 | Time: 6548.47 ms
[2022-03-23 07:42:09 main:574] : INFO : Epoch 1599 | loss: 0.0310969 | val_loss: 0.0311433 | Time: 6524.37 ms
[2022-03-23 07:42:16 main:574] : INFO : Epoch 1600 | loss: 0.0310956 | val_loss: 0.031139 | Time: 6551.61 ms
[2022-03-23 07:42:22 main:574] : INFO : Epoch 1601 | loss: 0.0310997 | val_loss: 0.0311427 | Time: 6554.1 ms
[2022-03-23 07:42:29 main:574] : INFO : Epoch 1602 | loss: 0.0310961 | val_loss: 0.03114 | Time: 6521.91 ms
[2022-03-23 07:42:35 main:574] : INFO : Epoch 1603 | loss: 0.0310959 | val_loss: 0.0311412 | Time: 6535.84 ms
[2022-03-23 07:42:42 main:574] : INFO : Epoch 1604 | loss: 0.0310961 | val_loss: 0.0311448 | Time: 6539.37 ms
[2022-03-23 07:42:48 main:574] : INFO : Epoch 1605 | loss: 0.0310948 | val_loss: 0.0311427 | Time: 6546.62 ms
[2022-03-23 07:42:55 main:574] : INFO : Epoch 1606 | loss: 0.0310985 | val_loss: 0.0311432 | Time: 6537.71 ms
[2022-03-23 07:43:01 main:574] : INFO : Epoch 1607 | loss: 0.0310948 | val_loss: 0.0311411 | Time: 6539.6 ms
[2022-03-23 07:43:08 main:574] : INFO : Epoch 1608 | loss: 0.0310932 | val_loss: 0.0311432 | Time: 6550.35 ms
[2022-03-23 07:43:14 main:574] : INFO : Epoch 1609 | loss: 0.031098 | val_loss: 0.0311351 | Time: 6535.21 ms
[2022-03-23 07:43:21 main:574] : INFO : Epoch 1610 | loss: 0.0310936 | val_loss: 0.0311411 | Time: 6535.08 ms
[2022-03-23 07:43:28 main:574] : INFO : Epoch 1611 | loss: 0.031093 | val_loss: 0.0311358 | Time: 6555.62 ms
[2022-03-23 07:43:34 main:574] : INFO : Epoch 1612 | loss: 0.0310906 | val_loss: 0.0311392 | Time: 6537.82 ms
[2022-03-23 07:43:41 main:574] : INFO : Epoch 1613 | loss: 0.0310941 | val_loss: 0.0311422 | Time: 6544.62 ms
[2022-03-23 07:43:47 main:574] : INFO : Epoch 1614 | loss: 0.0310947 | val_loss: 0.0311452 | Time: 6541.54 ms
[2022-03-23 07:43:54 main:574] : INFO : Epoch 1615 | loss: 0.0310915 | val_loss: 0.0311386 | Time: 6534.29 ms
[2022-03-23 07:44:00 main:574] : INFO : Epoch 1616 | loss: 0.0310945 | val_loss: 0.0311388 | Time: 6548.95 ms
[2022-03-23 07:44:07 main:574] : INFO : Epoch 1617 | loss: 0.0310938 | val_loss: 0.0311396 | Time: 6551.58 ms
[2022-03-23 07:44:13 main:574] : INFO : Epoch 1618 | loss: 0.0310953 | val_loss: 0.031146 | Time: 6532.97 ms
[2022-03-23 07:44:20 main:574] : INFO : Epoch 1619 | loss: 0.0310944 | val_loss: 0.0311484 | Time: 6538.85 ms
[2022-03-23 07:44:27 main:574] : INFO : Epoch 1620 | loss: 0.0310919 | val_loss: 0.0311395 | Time: 6547.93 ms
[2022-03-23 07:44:33 main:574] : INFO : Epoch 1621 | loss: 0.031091 | val_loss: 0.0311411 | Time: 6544.15 ms
[2022-03-23 07:44:40 main:574] : INFO : Epoch 1622 | loss: 0.0310905 | val_loss: 0.0311409 | Time: 6525.55 ms
[2022-03-23 07:44:46 main:574] : INFO : Epoch 1623 | loss: 0.031093 | val_loss: 0.0311446 | Time: 6528.43 ms
[2022-03-23 07:44:53 main:574] : INFO : Epoch 1624 | loss: 0.0310933 | val_loss: 0.0311502 | Time: 6550.35 ms
[2022-03-23 07:44:59 main:574] : INFO : Epoch 1625 | loss: 0.0310929 | val_loss: 0.031141 | Time: 6532.24 ms
[2022-03-23 07:45:06 main:574] : INFO : Epoch 1626 | loss: 0.031093 | val_loss: 0.0311436 | Time: 6536.45 ms
[2022-03-23 07:45:12 main:574] : INFO : Epoch 1627 | loss: 0.0310995 | val_loss: 0.0311407 | Time: 6532.42 ms
[2022-03-23 07:45:19 main:574] : INFO : Epoch 1628 | loss: 0.0310967 | val_loss: 0.0311451 | Time: 6546.01 ms
[2022-03-23 07:45:25 main:574] : INFO : Epoch 1629 | loss: 0.0310944 | val_loss: 0.0311556 | Time: 6537.54 ms
[2022-03-23 07:45:32 main:574] : INFO : Epoch 1630 | loss: 0.0311 | val_loss: 0.0311417 | Time: 6546.09 ms
[2022-03-23 07:45:39 main:574] : INFO : Epoch 1631 | loss: 0.0311003 | val_loss: 0.0311469 | Time: 6563.68 ms
[2022-03-23 07:45:45 main:574] : INFO : Epoch 1632 | loss: 0.0310989 | val_loss: 0.0311497 | Time: 6530.22 ms
[2022-03-23 07:45:52 main:574] : INFO : Epoch 1633 | loss: 0.0310972 | val_loss: 0.0311393 | Time: 6553.47 ms
[2022-03-23 07:45:58 main:574] : INFO : Epoch 1634 | loss: 0.0310942 | val_loss: 0.0311487 | Time: 6548.98 ms
[2022-03-23 07:46:05 main:574] : INFO : Epoch 1635 | loss: 0.0310937 | val_loss: 0.0311453 | Time: 6527.8 ms
[2022-03-23 07:46:11 main:574] : INFO : Epoch 1636 | loss: 0.0310972 | val_loss: 0.0311424 | Time: 6550.48 ms
[2022-03-23 07:46:18 main:574] : INFO : Epoch 1637 | loss: 0.0310959 | val_loss: 0.0311425 | Time: 6545.4 ms
[2022-03-23 07:46:24 main:574] : INFO : Epoch 1638 | loss: 0.0310971 | val_loss: 0.0311471 | Time: 6534.68 ms
[2022-03-23 07:46:31 main:574] : INFO : Epoch 1639 | loss: 0.031101 | val_loss: 0.0311472 | Time: 6527.35 ms
[2022-03-23 07:46:37 main:574] : INFO : Epoch 1640 | loss: 0.0311157 | val_loss: 0.031142 | Time: 6557.03 ms
[2022-03-23 07:46:44 main:574] : INFO : Epoch 1641 | loss: 0.0311121 | val_loss: 0.0311401 | Time: 6547.46 ms
[2022-03-23 07:46:50 main:574] : INFO : Epoch 1642 | loss: 0.0311093 | val_loss: 0.0311405 | Time: 6530.68 ms
[2022-03-23 07:46:57 main:574] : INFO : Epoch 1643 | loss: 0.0311039 | val_loss: 0.0311432 | Time: 6542.4 ms
[2022-03-23 07:47:04 main:574] : INFO : Epoch 1644 | loss: 0.0311035 | val_loss: 0.0311427 | Time: 6554.25 ms
[2022-03-23 07:47:10 main:574] : INFO : Epoch 1645 | loss: 0.0310991 | val_loss: 0.0311431 | Time: 6519.52 ms
[2022-03-23 07:47:17 main:574] : INFO : Epoch 1646 | loss: 0.0310948 | val_loss: 0.0311383 | Time: 6550.53 ms
[2022-03-23 07:47:23 main:574] : INFO : Epoch 1647 | loss: 0.031094 | val_loss: 0.0311411 | Time: 6552.25 ms
[2022-03-23 07:47:30 main:574] : INFO : Epoch 1648 | loss: 0.0310944 | val_loss: 0.031137 | Time: 6548.54 ms
[2022-03-23 07:47:36 main:574] : INFO : Epoch 1649 | loss: 0.0310946 | val_loss: 0.0311382 | Time: 6548.73 ms
[2022-03-23 07:47:43 main:574] : INFO : Epoch 1650 | loss: 0.0310941 | val_loss: 0.0311524 | Time: 6536.79 ms
[2022-03-23 07:47:49 main:574] : INFO : Epoch 1651 | loss: 0.031095 | val_loss: 0.031145 | Time: 6527.24 ms
[2022-03-23 07:47:56 main:574] : INFO : Epoch 1652 | loss: 0.0310924 | val_loss: 0.0311422 | Time: 6536.45 ms
[2022-03-23 07:48:02 main:574] : INFO : Epoch 1653 | loss: 0.0310938 | val_loss: 0.0311434 | Time: 6546.89 ms
[2022-03-23 07:48:09 main:574] : INFO : Epoch 1654 | loss: 0.0311031 | val_loss: 0.0311407 | Time: 6523.95 ms
[2022-03-23 07:48:16 main:574] : INFO : Epoch 1655 | loss: 0.0311043 | val_loss: 0.0311431 | Time: 6506.34 ms
[2022-03-23 07:48:22 main:574] : INFO : Epoch 1656 | loss: 0.0311055 | val_loss: 0.031142 | Time: 6563.33 ms
[2022-03-23 07:48:29 main:574] : INFO : Epoch 1657 | loss: 0.0311041 | val_loss: 0.0311457 | Time: 6544.47 ms
[2022-03-23 07:48:35 main:574] : INFO : Epoch 1658 | loss: 0.0311068 | val_loss: 0.0311427 | Time: 6517.58 ms
[2022-03-23 07:48:42 main:574] : INFO : Epoch 1659 | loss: 0.0311022 | val_loss: 0.0311337 | Time: 6527.88 ms
[2022-03-23 07:48:48 main:574] : INFO : Epoch 1660 | loss: 0.0310987 | val_loss: 0.0311482 | Time: 6550.18 ms
[2022-03-23 07:48:55 main:574] : INFO : Epoch 1661 | loss: 0.0310949 | val_loss: 0.0311404 | Time: 6530.09 ms
[2022-03-23 07:49:01 main:574] : INFO : Epoch 1662 | loss: 0.0310953 | val_loss: 0.0311388 | Time: 6530.71 ms
[2022-03-23 07:49:08 main:574] : INFO : Epoch 1663 | loss: 0.0310942 | val_loss: 0.031138 | Time: 6533.96 ms
[2022-03-23 07:49:14 main:574] : INFO : Epoch 1664 | loss: 0.0311001 | val_loss: 0.0311399 | Time: 6557.65 ms
[2022-03-23 07:49:21 main:574] : INFO : Epoch 1665 | loss: 0.0311035 | val_loss: 0.0311465 | Time: 6526.42 ms
[2022-03-23 07:49:28 main:574] : INFO : Epoch 1666 | loss: 0.0311005 | val_loss: 0.0311483 | Time: 6532.57 ms
[2022-03-23 07:49:34 main:574] : INFO : Epoch 1667 | loss: 0.0310984 | val_loss: 0.0311442 | Time: 6544.1 ms
[2022-03-23 07:49:41 main:574] : INFO : Epoch 1668 | loss: 0.0310966 | val_loss: 0.0311455 | Time: 6573.85 ms
[2022-03-23 07:49:47 main:574] : INFO : Epoch 1669 | loss: 0.0310951 | val_loss: 0.0311401 | Time: 6547.41 ms
[2022-03-23 07:49:54 main:574] : INFO : Epoch 1670 | loss: 0.0310955 | val_loss: 0.031142 | Time: 6551.31 ms
[2022-03-23 07:50:00 main:574] : INFO : Epoch 1671 | loss: 0.0310906 | val_loss: 0.0311396 | Time: 6522.36 ms
[2022-03-23 07:50:07 main:574] : INFO : Epoch 1672 | loss: 0.0310941 | val_loss: 0.0311441 | Time: 6541.42 ms
[2022-03-23 07:50:13 main:574] : INFO : Epoch 1673 | loss: 0.0310915 | val_loss: 0.0311374 | Time: 6553.72 ms
[2022-03-23 07:50:20 main:574] : INFO : Epoch 1674 | loss: 0.0310916 | val_loss: 0.0311406 | Time: 6538.67 ms
[2022-03-23 07:50:26 main:574] : INFO : Epoch 1675 | loss: 0.0310908 | val_loss: 0.0311397 | Time: 6527.99 ms
[2022-03-23 07:50:33 main:574] : INFO : Epoch 1676 | loss: 0.0310893 | val_loss: 0.0311365 | Time: 6560.39 ms
[2022-03-23 07:50:40 main:574] : INFO : Epoch 1677 | loss: 0.031091 | val_loss: 0.0311374 | Time: 6541.59 ms
[2022-03-23 07:50:46 main:574] : INFO : Epoch 1678 | loss: 0.0310908 | val_loss: 0.0311353 | Time: 6515.77 ms
[2022-03-23 07:50:53 main:574] : INFO : Epoch 1679 | loss: 0.0310872 | val_loss: 0.0311448 | Time: 6585.62 ms
[2022-03-23 07:50:59 main:574] : INFO : Epoch 1680 | loss: 0.0310863 | val_loss: 0.0311414 | Time: 6552.25 ms
[2022-03-23 07:51:06 main:574] : INFO : Epoch 1681 | loss: 0.0310902 | val_loss: 0.0311395 | Time: 6530.65 ms
[2022-03-23 07:51:12 main:574] : INFO : Epoch 1682 | loss: 0.0310905 | val_loss: 0.0311421 | Time: 6611.8 ms
[2022-03-23 07:51:19 main:574] : INFO : Epoch 1683 | loss: 0.0310914 | val_loss: 0.0311416 | Time: 6539.99 ms
[2022-03-23 07:51:25 main:574] : INFO : Epoch 1684 | loss: 0.03109 | val_loss: 0.031138 | Time: 6532.61 ms
[2022-03-23 07:51:32 main:574] : INFO : Epoch 1685 | loss: 0.0310897 | val_loss: 0.0311413 | Time: 6563 ms
[2022-03-23 07:51:39 main:574] : INFO : Epoch 1686 | loss: 0.0310887 | val_loss: 0.0311392 | Time: 6546.52 ms
[2022-03-23 07:51:45 main:574] : INFO : Epoch 1687 | loss: 0.031089 | val_loss: 0.0311457 | Time: 6527.79 ms
[2022-03-23 07:51:52 main:574] : INFO : Epoch 1688 | loss: 0.0310903 | val_loss: 0.0311366 | Time: 6542.28 ms
[2022-03-23 07:51:58 main:574] : INFO : Epoch 1689 | loss: 0.0310922 | val_loss: 0.031144 | Time: 6552.79 ms
[2022-03-23 07:52:05 main:574] : INFO : Epoch 1690 | loss: 0.0310942 | val_loss: 0.0311378 | Time: 6534.56 ms
[2022-03-23 07:52:11 main:574] : INFO : Epoch 1691 | loss: 0.0310953 | val_loss: 0.0311476 | Time: 6513.99 ms
[2022-03-23 07:52:18 main:574] : INFO : Epoch 1692 | loss: 0.0310905 | val_loss: 0.0311402 | Time: 6564.81 ms
[2022-03-23 07:52:24 main:574] : INFO : Epoch 1693 | loss: 0.0310864 | val_loss: 0.0311395 | Time: 6563.48 ms
[2022-03-23 07:52:31 main:574] : INFO : Epoch 1694 | loss: 0.031089 | val_loss: 0.0311373 | Time: 6510.81 ms
[2022-03-23 07:52:38 main:574] : INFO : Epoch 1695 | loss: 0.0310942 | val_loss: 0.0311352 | Time: 6567.3 ms
[2022-03-23 07:52:44 main:574] : INFO : Epoch 1696 | loss: 0.0310941 | val_loss: 0.0311361 | Time: 6545.05 ms
[2022-03-23 07:52:51 main:574] : INFO : Epoch 1697 | loss: 0.0310916 | val_loss: 0.0311391 | Time: 6531.05 ms
[2022-03-23 07:52:57 main:574] : INFO : Epoch 1698 | loss: 0.0310886 | val_loss: 0.0311411 | Time: 6533.45 ms
[2022-03-23 07:53:04 main:574] : INFO : Epoch 1699 | loss: 0.0310865 | val_loss: 0.0311391 | Time: 6549.37 ms
[2022-03-23 07:53:10 main:574] : INFO : Epoch 1700 | loss: 0.0310882 | val_loss: 0.0311428 | Time: 6552.38 ms
[2022-03-23 07:53:17 main:574] : INFO : Epoch 1701 | loss: 0.0310862 | val_loss: 0.0311456 | Time: 6521.86 ms
[2022-03-23 07:53:23 main:574] : INFO : Epoch 1702 | loss: 0.0310897 | val_loss: 0.0311365 | Time: 6549.85 ms
[2022-03-23 07:53:30 main:574] : INFO : Epoch 1703 | loss: 0.0310921 | val_loss: 0.031141 | Time: 6532.53 ms
[2022-03-23 07:53:36 main:574] : INFO : Epoch 1704 | loss: 0.0310959 | val_loss: 0.0311448 | Time: 6533.85 ms
[2022-03-23 07:53:43 main:574] : INFO : Epoch 1705 | loss: 0.0310896 | val_loss: 0.0311406 | Time: 6548.05 ms
[2022-03-23 07:53:49 main:574] : INFO : Epoch 1706 | loss: 0.0310883 | val_loss: 0.0311427 | Time: 6534.66 ms
[2022-03-23 07:53:56 main:574] : INFO : Epoch 1707 | loss: 0.0310894 | val_loss: 0.0311471 | Time: 6503.33 ms
[2022-03-23 07:54:03 main:574] : INFO : Epoch 1708 | loss: 0.0310926 | val_loss: 0.0311451 | Time: 6558.94 ms
[2022-03-23 07:54:09 main:574] : INFO : Epoch 1709 | loss: 0.0310905 | val_loss: 0.0311406 | Time: 6549.31 ms
[2022-03-23 07:54:16 main:574] : INFO : Epoch 1710 | loss: 0.0310902 | val_loss: 0.0311366 | Time: 6532.21 ms
[2022-03-23 07:54:22 main:574] : INFO : Epoch 1711 | loss: 0.0310886 | val_loss: 0.0311412 | Time: 6525.68 ms
[2022-03-23 07:54:29 main:574] : INFO : Epoch 1712 | loss: 0.0310906 | val_loss: 0.0311402 | Time: 6558.15 ms
[2022-03-23 07:54:35 main:574] : INFO : Epoch 1713 | loss: 0.031089 | val_loss: 0.0311407 | Time: 6543.42 ms
[2022-03-23 07:54:42 main:574] : INFO : Epoch 1714 | loss: 0.0310999 | val_loss: 0.0311359 | Time: 6533.63 ms
[2022-03-23 07:54:48 main:574] : INFO : Epoch 1715 | loss: 0.0310985 | val_loss: 0.0311344 | Time: 6536.47 ms
[2022-03-23 07:54:55 main:574] : INFO : Epoch 1716 | loss: 0.0310929 | val_loss: 0.0311372 | Time: 6551.95 ms
[2022-03-23 07:55:02 main:574] : INFO : Epoch 1717 | loss: 0.0310924 | val_loss: 0.0311413 | Time: 6562.31 ms
[2022-03-23 07:55:08 main:574] : INFO : Epoch 1718 | loss: 0.0310884 | val_loss: 0.0311363 | Time: 6535.07 ms
[2022-03-23 07:55:15 main:574] : INFO : Epoch 1719 | loss: 0.031086 | val_loss: 0.0311412 | Time: 6525.36 ms
[2022-03-23 07:55:21 main:574] : INFO : Epoch 1720 | loss: 0.0310864 | val_loss: 0.0311441 | Time: 6548.37 ms
[2022-03-23 07:55:28 main:574] : INFO : Epoch 1721 | loss: 0.031086 | val_loss: 0.0311426 | Time: 6537.73 ms
[2022-03-23 07:55:34 main:574] : INFO : Epoch 1722 | loss: 0.0310881 | val_loss: 0.0311466 | Time: 6548.68 ms
[2022-03-23 07:55:41 main:574] : INFO : Epoch 1723 | loss: 0.0310891 | val_loss: 0.0311413 | Time: 6541.21 ms
[2022-03-23 07:55:47 main:574] : INFO : Epoch 1724 | loss: 0.0310899 | val_loss: 0.0311474 | Time: 6535.26 ms
[2022-03-23 07:55:54 main:574] : INFO : Epoch 1725 | loss: 0.0310911 | val_loss: 0.0311464 | Time: 6551.6 ms
[2022-03-23 07:56:00 main:574] : INFO : Epoch 1726 | loss: 0.0310902 | val_loss: 0.0311442 | Time: 6536.81 ms
[2022-03-23 07:56:07 main:574] : INFO : Epoch 1727 | loss: 0.0310947 | val_loss: 0.031144 | Time: 6515.94 ms
[2022-03-23 07:56:13 main:574] : INFO : Epoch 1728 | loss: 0.0310927 | val_loss: 0.0311524 | Time: 6550.9 ms
[2022-03-23 07:56:20 main:574] : INFO : Epoch 1729 | loss: 0.0310964 | val_loss: 0.0311455 | Time: 6558.51 ms
[2022-03-23 07:56:27 main:574] : INFO : Epoch 1730 | loss: 0.0310953 | val_loss: 0.0311411 | Time: 6533.87 ms
[2022-03-23 07:56:33 main:574] : INFO : Epoch 1731 | loss: 0.03109 | val_loss: 0.0311433 | Time: 6528.33 ms
[2022-03-23 07:56:40 main:574] : INFO : Epoch 1732 | loss: 0.0310902 | val_loss: 0.0311464 | Time: 6619.55 ms
[2022-03-23 07:56:46 main:574] : INFO : Epoch 1733 | loss: 0.0310879 | val_loss: 0.0311438 | Time: 6540.42 ms
[2022-03-23 07:56:53 main:574] : INFO : Epoch 1734 | loss: 0.03109 | val_loss: 0.0311445 | Time: 6517.98 ms
[2022-03-23 07:56:59 main:574] : INFO : Epoch 1735 | loss: 0.0310919 | val_loss: 0.0311412 | Time: 6536.05 ms
[2022-03-23 07:57:06 main:574] : INFO : Epoch 1736 | loss: 0.0310911 | val_loss: 0.0311388 | Time: 6547.12 ms
[2022-03-23 07:57:12 main:574] : INFO : Epoch 1737 | loss: 0.0310897 | val_loss: 0.0311382 | Time: 6532.16 ms
[2022-03-23 07:57:19 main:574] : INFO : Epoch 1738 | loss: 0.0310897 | val_loss: 0.0311414 | Time: 6545.43 ms
[2022-03-23 07:57:26 main:574] : INFO : Epoch 1739 | loss: 0.0310886 | val_loss: 0.0311354 | Time: 6538.85 ms
[2022-03-23 07:57:32 main:574] : INFO : Epoch 1740 | loss: 0.0310929 | val_loss: 0.0311398 | Time: 6534.71 ms
[2022-03-23 07:57:39 main:574] : INFO : Epoch 1741 | loss: 0.0310853 | val_loss: 0.0311405 | Time: 6563.42 ms
[2022-03-23 07:57:45 main:574] : INFO : Epoch 1742 | loss: 0.0310856 | val_loss: 0.0311395 | Time: 6541.52 ms
[2022-03-23 07:57:52 main:574] : INFO : Epoch 1743 | loss: 0.0310865 | val_loss: 0.031144 | Time: 6531.36 ms
[2022-03-23 07:57:58 main:574] : INFO : Epoch 1744 | loss: 0.0311004 | val_loss: 0.0311453 | Time: 6551.21 ms
[2022-03-23 07:58:05 main:574] : INFO : Epoch 1745 | loss: 0.0310992 | val_loss: 0.0311407 | Time: 6581.36 ms
[2022-03-23 07:58:11 main:574] : INFO : Epoch 1746 | loss: 0.0310958 | val_loss: 0.0311401 | Time: 6544.2 ms
[2022-03-23 07:58:18 main:574] : INFO : Epoch 1747 | loss: 0.0310932 | val_loss: 0.0311421 | Time: 6515.47 ms
[2022-03-23 07:58:24 main:574] : INFO : Epoch 1748 | loss: 0.0310916 | val_loss: 0.0311379 | Time: 6559.45 ms
[2022-03-23 07:58:31 main:574] : INFO : Epoch 1749 | loss: 0.0310888 | val_loss: 0.0311344 | Time: 6548.64 ms
[2022-03-23 07:58:38 main:574] : INFO : Epoch 1750 | loss: 0.0310923 | val_loss: 0.0311371 | Time: 6528.45 ms
[2022-03-23 07:58:44 main:574] : INFO : Epoch 1751 | loss: 0.0310945 | val_loss: 0.031139 | Time: 6557.76 ms
[2022-03-23 07:58:51 main:574] : INFO : Epoch 1752 | loss: 0.0310948 | val_loss: 0.031137 | Time: 6545.96 ms
[2022-03-23 07:58:57 main:574] : INFO : Epoch 1753 | loss: 0.0310937 | val_loss: 0.0311316 | Time: 6552.29 ms
[2022-03-23 07:59:04 main:574] : INFO : Epoch 1754 | loss: 0.0310904 | val_loss: 0.0311374 | Time: 6537.19 ms
[2022-03-23 07:59:10 main:574] : INFO : Epoch 1755 | loss: 0.0310913 | val_loss: 0.0311378 | Time: 6537.88 ms
[2022-03-23 07:59:17 main:574] : INFO : Epoch 1756 | loss: 0.0310885 | val_loss: 0.0311357 | Time: 6544.87 ms
[2022-03-23 07:59:23 main:574] : INFO : Epoch 1757 | loss: 0.0310915 | val_loss: 0.0311366 | Time: 6531.51 ms
[2022-03-23 07:59:30 main:574] : INFO : Epoch 1758 | loss: 0.0310886 | val_loss: 0.0311386 | Time: 6537.71 ms
[2022-03-23 07:59:36 main:574] : INFO : Epoch 1759 | loss: 0.0310894 | val_loss: 0.0311327 | Time: 6537.73 ms
[2022-03-23 07:59:43 main:574] : INFO : Epoch 1760 | loss: 0.0310866 | val_loss: 0.0311336 | Time: 6531.16 ms
[2022-03-23 07:59:50 main:574] : INFO : Epoch 1761 | loss: 0.0310844 | val_loss: 0.031138 | Time: 6545.08 ms
[2022-03-23 07:59:56 main:574] : INFO : Epoch 1762 | loss: 0.0310846 | val_loss: 0.0311357 | Time: 6540.87 ms
[2022-03-23 08:00:03 main:574] : INFO : Epoch 1763 | loss: 0.0310838 | val_loss: 0.0311354 | Time: 6522.99 ms
[2022-03-23 08:00:09 main:574] : INFO : Epoch 1764 | loss: 0.0310819 | val_loss: 0.0311512 | Time: 6543.42 ms
[2022-03-23 08:00:16 main:574] : INFO : Epoch 1765 | loss: 0.0310874 | val_loss: 0.0311411 | Time: 6545.26 ms
[2022-03-23 08:00:22 main:574] : INFO : Epoch 1766 | loss: 0.0310863 | val_loss: 0.0311378 | Time: 6530.89 ms
[2022-03-23 08:00:29 main:574] : INFO : Epoch 1767 | loss: 0.031085 | val_loss: 0.0311368 | Time: 6526.78 ms
[2022-03-23 08:00:35 main:574] : INFO : Epoch 1768 | loss: 0.0310846 | val_loss: 0.0311496 | Time: 6544.69 ms
[2022-03-23 08:00:42 main:574] : INFO : Epoch 1769 | loss: 0.0310876 | val_loss: 0.03114 | Time: 6550.76 ms
[2022-03-23 08:00:48 main:574] : INFO : Epoch 1770 | loss: 0.0310866 | val_loss: 0.0311416 | Time: 6519.15 ms
[2022-03-23 08:00:55 main:574] : INFO : Epoch 1771 | loss: 0.0310878 | val_loss: 0.0311411 | Time: 6535.21 ms
[2022-03-23 08:01:02 main:574] : INFO : Epoch 1772 | loss: 0.0310887 | val_loss: 0.031138 | Time: 6575.91 ms
[2022-03-23 08:01:08 main:574] : INFO : Epoch 1773 | loss: 0.031086 | val_loss: 0.0311406 | Time: 6521.39 ms
[2022-03-23 08:01:15 main:574] : INFO : Epoch 1774 | loss: 0.0310879 | val_loss: 0.0311466 | Time: 6536.51 ms
[2022-03-23 08:01:21 main:574] : INFO : Epoch 1775 | loss: 0.0310881 | val_loss: 0.0311379 | Time: 6802.21 ms
[2022-03-23 08:01:28 main:574] : INFO : Epoch 1776 | loss: 0.0310879 | val_loss: 0.0311378 | Time: 6619.93 ms
[2022-03-23 08:03:45 main:574] : INFO : Epoch 1777 | loss: 0.0310909 | val_loss: 0.0311381 | Time: 137352 ms
[2022-03-23 08:03:52 main:574] : INFO : Epoch 1778 | loss: 0.0310906 | val_loss: 0.0311398 | Time: 6539.6 ms
[2022-03-23 08:03:58 main:574] : INFO : Epoch 1779 | loss: 0.0310911 | val_loss: 0.0311343 | Time: 6510.22 ms
[2022-03-23 08:04:05 main:574] : INFO : Epoch 1780 | loss: 0.0310877 | val_loss: 0.0311384 | Time: 6541.06 ms
[2022-03-23 08:04:12 main:574] : INFO : Epoch 1781 | loss: 0.0310932 | val_loss: 0.0311407 | Time: 6550.58 ms
[2022-03-23 08:04:18 main:574] : INFO : Epoch 1782 | loss: 0.0310948 | val_loss: 0.0311369 | Time: 6510.96 ms
[2022-03-23 08:04:25 main:574] : INFO : Epoch 1783 | loss: 0.0311025 | val_loss: 0.0311411 | Time: 6526.02 ms
[2022-03-23 08:04:31 main:574] : INFO : Epoch 1784 | loss: 0.0310978 | val_loss: 0.0311436 | Time: 6559.18 ms
[2022-03-23 08:04:38 main:574] : INFO : Epoch 1785 | loss: 0.0310943 | val_loss: 0.0311435 | Time: 6538.46 ms
[2022-03-23 08:04:44 main:574] : INFO : Epoch 1786 | loss: 0.0310947 | val_loss: 0.0311397 | Time: 6523.34 ms
[2022-03-23 08:04:51 main:574] : INFO : Epoch 1787 | loss: 0.0310971 | val_loss: 0.0311394 | Time: 6524.72 ms
[2022-03-23 08:04:57 main:574] : INFO : Epoch 1788 | loss: 0.031097 | val_loss: 0.0311373 | Time: 6551.44 ms
[2022-03-23 08:05:04 main:574] : INFO : Epoch 1789 | loss: 0.0310961 | val_loss: 0.0311427 | Time: 6516.61 ms
[2022-03-23 08:05:11 main:574] : INFO : Epoch 1790 | loss: 0.0310966 | val_loss: 0.0311375 | Time: 6546.8 ms
[2022-03-23 08:05:17 main:574] : INFO : Epoch 1791 | loss: 0.0310898 | val_loss: 0.0311401 | Time: 6543.71 ms
[2022-03-23 08:05:24 main:574] : INFO : Epoch 1792 | loss: 0.0310884 | val_loss: 0.0311497 | Time: 6527.54 ms
[2022-03-23 08:05:30 main:574] : INFO : Epoch 1793 | loss: 0.0310972 | val_loss: 0.0311414 | Time: 6535.04 ms
[2022-03-23 08:05:37 main:574] : INFO : Epoch 1794 | loss: 0.0310944 | val_loss: 0.0311428 | Time: 6548.89 ms
[2022-03-23 08:05:43 main:574] : INFO : Epoch 1795 | loss: 0.0310936 | val_loss: 0.0311376 | Time: 6553.49 ms
[2022-03-23 08:05:50 main:574] : INFO : Epoch 1796 | loss: 0.0310948 | val_loss: 0.0311336 | Time: 6545.99 ms
[2022-03-23 08:05:56 main:574] : INFO : Epoch 1797 | loss: 0.0310931 | val_loss: 0.0311363 | Time: 6577.8 ms
[2022-03-23 08:06:03 main:574] : INFO : Epoch 1798 | loss: 0.0310889 | val_loss: 0.031142 | Time: 6542.79 ms
[2022-03-23 08:06:09 main:574] : INFO : Epoch 1799 | loss: 0.0310928 | val_loss: 0.0311396 | Time: 6522.49 ms
[2022-03-23 08:06:16 main:574] : INFO : Epoch 1800 | loss: 0.0310914 | val_loss: 0.031134 | Time: 6537.97 ms
[2022-03-23 08:06:23 main:574] : INFO : Epoch 1801 | loss: 0.0310893 | val_loss: 0.0311365 | Time: 6528.54 ms
[2022-03-23 08:06:29 main:574] : INFO : Epoch 1802 | loss: 0.0310881 | val_loss: 0.0311321 | Time: 6511.73 ms
[2022-03-23 08:06:36 main:574] : INFO : Epoch 1803 | loss: 0.0310886 | val_loss: 0.0311401 | Time: 6539.37 ms
[2022-03-23 08:06:42 main:574] : INFO : Epoch 1804 | loss: 0.031101 | val_loss: 0.0311322 | Time: 6558.06 ms
[2022-03-23 08:06:49 main:574] : INFO : Epoch 1805 | loss: 0.0310988 | val_loss: 0.031127 | Time: 6527.52 ms
[2022-03-23 08:06:55 main:574] : INFO : Epoch 1806 | loss: 0.0310963 | val_loss: 0.0311328 | Time: 6530.61 ms
[2022-03-23 08:07:02 main:574] : INFO : Epoch 1807 | loss: 0.0310935 | val_loss: 0.0311321 | Time: 6530.48 ms
[2022-03-23 08:07:08 main:574] : INFO : Epoch 1808 | loss: 0.0310953 | val_loss: 0.0311347 | Time: 6540.74 ms
[2022-03-23 08:07:15 main:574] : INFO : Epoch 1809 | loss: 0.0310943 | val_loss: 0.0311301 | Time: 6537.61 ms
[2022-03-23 08:07:21 main:574] : INFO : Epoch 1810 | loss: 0.031091 | val_loss: 0.0311274 | Time: 6531.56 ms
[2022-03-23 08:07:28 main:574] : INFO : Epoch 1811 | loss: 0.0310902 | val_loss: 0.0311337 | Time: 6543.97 ms
[2022-03-23 08:07:34 main:574] : INFO : Epoch 1812 | loss: 0.0310887 | val_loss: 0.0311413 | Time: 6535.98 ms
[2022-03-23 08:07:41 main:574] : INFO : Epoch 1813 | loss: 0.0310895 | val_loss: 0.0311435 | Time: 6557.37 ms
[2022-03-23 08:07:48 main:574] : INFO : Epoch 1814 | loss: 0.031088 | val_loss: 0.0311381 | Time: 6550.64 ms
[2022-03-23 08:07:54 main:574] : INFO : Epoch 1815 | loss: 0.0310878 | val_loss: 0.0311336 | Time: 6521.71 ms
[2022-03-23 08:08:01 main:574] : INFO : Epoch 1816 | loss: 0.0310903 | val_loss: 0.031136 | Time: 6544.46 ms
[2022-03-23 08:08:07 main:574] : INFO : Epoch 1817 | loss: 0.0311058 | val_loss: 0.03114 | Time: 6570.2 ms
[2022-03-23 08:08:14 main:574] : INFO : Epoch 1818 | loss: 0.0310996 | val_loss: 0.0311398 | Time: 6537.84 ms
[2022-03-23 08:08:20 main:574] : INFO : Epoch 1819 | loss: 0.0310956 | val_loss: 0.0311377 | Time: 6527.17 ms
[2022-03-23 08:08:27 main:574] : INFO : Epoch 1820 | loss: 0.0310941 | val_loss: 0.0311382 | Time: 6551.37 ms
[2022-03-23 08:08:33 main:574] : INFO : Epoch 1821 | loss: 0.031092 | val_loss: 0.0311424 | Time: 6547.13 ms
[2022-03-23 08:08:40 main:574] : INFO : Epoch 1822 | loss: 0.0310914 | val_loss: 0.0311346 | Time: 6516.87 ms
[2022-03-23 08:08:46 main:574] : INFO : Epoch 1823 | loss: 0.0310899 | val_loss: 0.0311309 | Time: 6536.42 ms
[2022-03-23 08:08:53 main:574] : INFO : Epoch 1824 | loss: 0.031088 | val_loss: 0.0311325 | Time: 6556 ms
[2022-03-23 08:09:00 main:574] : INFO : Epoch 1825 | loss: 0.0310853 | val_loss: 0.0311353 | Time: 6528.99 ms
[2022-03-23 08:09:06 main:574] : INFO : Epoch 1826 | loss: 0.0310868 | val_loss: 0.0311413 | Time: 6543.28 ms
[2022-03-23 08:09:13 main:574] : INFO : Epoch 1827 | loss: 0.0310891 | val_loss: 0.0311372 | Time: 6562.52 ms
[2022-03-23 08:09:19 main:574] : INFO : Epoch 1828 | loss: 0.0310903 | val_loss: 0.0311345 | Time: 6536.99 ms
[2022-03-23 08:09:26 main:574] : INFO : Epoch 1829 | loss: 0.0310877 | val_loss: 0.0311337 | Time: 6532.93 ms
[2022-03-23 08:09:32 main:574] : INFO : Epoch 1830 | loss: 0.0310854 | val_loss: 0.0311319 | Time: 6553.1 ms
[2022-03-23 08:09:39 main:574] : INFO : Epoch 1831 | loss: 0.0310869 | val_loss: 0.0311372 | Time: 6541.09 ms
[2022-03-23 08:09:45 main:574] : INFO : Epoch 1832 | loss: 0.0310877 | val_loss: 0.0311381 | Time: 6545.09 ms
[2022-03-23 08:09:52 main:574] : INFO : Epoch 1833 | loss: 0.031088 | val_loss: 0.0311335 | Time: 6543.55 ms
[2022-03-23 08:09:58 main:574] : INFO : Epoch 1834 | loss: 0.0310949 | val_loss: 0.0311396 | Time: 6535.93 ms
[2022-03-23 08:10:05 main:574] : INFO : Epoch 1835 | loss: 0.0310933 | val_loss: 0.0311405 | Time: 6518.25 ms
[2022-03-23 08:10:12 main:574] : INFO : Epoch 1836 | loss: 0.0310894 | val_loss: 0.0311376 | Time: 6556.58 ms
[2022-03-23 08:10:18 main:574] : INFO : Epoch 1837 | loss: 0.0310859 | val_loss: 0.0311391 | Time: 6561.56 ms
[2022-03-23 08:10:25 main:574] : INFO : Epoch 1838 | loss: 0.0310868 | val_loss: 0.0311417 | Time: 6536.53 ms
[2022-03-23 08:10:31 main:574] : INFO : Epoch 1839 | loss: 0.0310858 | val_loss: 0.0311429 | Time: 6553.15 ms
[2022-03-23 08:10:38 main:574] : INFO : Epoch 1840 | loss: 0.0310886 | val_loss: 0.0311391 | Time: 6549.33 ms
[2022-03-23 08:10:44 main:574] : INFO : Epoch 1841 | loss: 0.0310869 | val_loss: 0.0311358 | Time: 6540.75 ms
[2022-03-23 08:10:51 main:574] : INFO : Epoch 1842 | loss: 0.0310841 | val_loss: 0.0311382 | Time: 6536.77 ms
[2022-03-23 08:10:57 main:574] : INFO : Epoch 1843 | loss: 0.0310861 | val_loss: 0.0311423 | Time: 6541.77 ms
[2022-03-23 08:11:04 main:574] : INFO : Epoch 1844 | loss: 0.0310897 | val_loss: 0.0311421 | Time: 6559.49 ms
[2022-03-23 08:11:11 main:574] : INFO : Epoch 1845 | loss: 0.0310847 | val_loss: 0.0311394 | Time: 6527.53 ms
[2022-03-23 08:11:17 main:574] : INFO : Epoch 1846 | loss: 0.0310848 | val_loss: 0.0311398 | Time: 6538.14 ms
[2022-03-23 08:11:24 main:574] : INFO : Epoch 1847 | loss: 0.0310835 | val_loss: 0.0311419 | Time: 6536.87 ms
[2022-03-23 08:11:30 main:574] : INFO : Epoch 1848 | loss: 0.031087 | val_loss: 0.0311495 | Time: 6575.1 ms
[2022-03-23 08:11:37 main:574] : INFO : Epoch 1849 | loss: 0.0310902 | val_loss: 0.0311453 | Time: 6595.25 ms
[2022-03-23 08:11:43 main:574] : INFO : Epoch 1850 | loss: 0.0310901 | val_loss: 0.0311439 | Time: 6530.57 ms
[2022-03-23 08:11:50 main:574] : INFO : Epoch 1851 | loss: 0.0310894 | val_loss: 0.0311378 | Time: 6540.01 ms
[2022-03-23 08:11:56 main:574] : INFO : Epoch 1852 | loss: 0.0310879 | val_loss: 0.0311473 | Time: 6543.4 ms
[2022-03-23 08:12:03 main:574] : INFO : Epoch 1853 | loss: 0.0310906 | val_loss: 0.0311567 | Time: 6545.94 ms
[2022-03-23 08:12:10 main:574] : INFO : Epoch 1854 | loss: 0.0310947 | val_loss: 0.0311408 | Time: 6539.94 ms
[2022-03-23 08:12:16 main:574] : INFO : Epoch 1855 | loss: 0.0310893 | val_loss: 0.0311398 | Time: 6519.16 ms
[2022-03-23 08:12:23 main:574] : INFO : Epoch 1856 | loss: 0.0310862 | val_loss: 0.031137 | Time: 6564.3 ms
[2022-03-23 08:12:29 main:574] : INFO : Epoch 1857 | loss: 0.0310948 | val_loss: 0.0311422 | Time: 6554.27 ms
[2022-03-23 08:12:36 main:574] : INFO : Epoch 1858 | loss: 0.0310976 | val_loss: 0.0311492 | Time: 6528.38 ms
[2022-03-23 08:12:42 main:574] : INFO : Epoch 1859 | loss: 0.0310977 | val_loss: 0.0311501 | Time: 6535.27 ms
[2022-03-23 08:12:49 main:574] : INFO : Epoch 1860 | loss: 0.0311009 | val_loss: 0.0311398 | Time: 6555.01 ms
[2022-03-23 08:12:55 main:574] : INFO : Epoch 1861 | loss: 0.0310977 | val_loss: 0.0311339 | Time: 6525.34 ms
[2022-03-23 08:13:02 main:574] : INFO : Epoch 1862 | loss: 0.0310997 | val_loss: 0.0311384 | Time: 6536.62 ms
[2022-03-23 08:13:08 main:574] : INFO : Epoch 1863 | loss: 0.0310939 | val_loss: 0.0311414 | Time: 6542.48 ms
[2022-03-23 08:13:15 main:574] : INFO : Epoch 1864 | loss: 0.0310993 | val_loss: 0.0311403 | Time: 6548.57 ms
[2022-03-23 08:13:22 main:574] : INFO : Epoch 1865 | loss: 0.0310995 | val_loss: 0.0311339 | Time: 6562.89 ms
[2022-03-23 08:13:28 main:574] : INFO : Epoch 1866 | loss: 0.0310977 | val_loss: 0.0311411 | Time: 6537.61 ms
[2022-03-23 08:13:35 main:574] : INFO : Epoch 1867 | loss: 0.031095 | val_loss: 0.0311351 | Time: 6551.67 ms
[2022-03-23 08:13:41 main:574] : INFO : Epoch 1868 | loss: 0.03109 | val_loss: 0.0311418 | Time: 6556.72 ms
[2022-03-23 08:13:48 main:574] : INFO : Epoch 1869 | loss: 0.0310876 | val_loss: 0.0311329 | Time: 6554.27 ms
[2022-03-23 08:13:54 main:574] : INFO : Epoch 1870 | loss: 0.0310878 | val_loss: 0.0311364 | Time: 6540.54 ms
[2022-03-23 08:14:01 main:574] : INFO : Epoch 1871 | loss: 0.0310874 | val_loss: 0.0311354 | Time: 6512.98 ms
[2022-03-23 08:14:07 main:574] : INFO : Epoch 1872 | loss: 0.0310855 | val_loss: 0.0311435 | Time: 6555.22 ms
[2022-03-23 08:14:14 main:574] : INFO : Epoch 1873 | loss: 0.0310919 | val_loss: 0.0311395 | Time: 6549.08 ms
[2022-03-23 08:14:20 main:574] : INFO : Epoch 1874 | loss: 0.0310922 | val_loss: 0.0311447 | Time: 6532.19 ms
[2022-03-23 08:14:27 main:574] : INFO : Epoch 1875 | loss: 0.0310895 | val_loss: 0.0311384 | Time: 6526.71 ms
[2022-03-23 08:14:34 main:574] : INFO : Epoch 1876 | loss: 0.031086 | val_loss: 0.0311408 | Time: 6559.05 ms
[2022-03-23 08:14:40 main:574] : INFO : Epoch 1877 | loss: 0.0310879 | val_loss: 0.0311445 | Time: 6552.35 ms
[2022-03-23 08:14:47 main:574] : INFO : Epoch 1878 | loss: 0.0310858 | val_loss: 0.0311442 | Time: 6532.77 ms
[2022-03-23 08:14:53 main:574] : INFO : Epoch 1879 | loss: 0.0310876 | val_loss: 0.0311421 | Time: 6553.26 ms
[2022-03-23 08:15:00 main:574] : INFO : Epoch 1880 | loss: 0.0310911 | val_loss: 0.031143 | Time: 6554.1 ms
[2022-03-23 08:15:06 main:574] : INFO : Epoch 1881 | loss: 0.0310897 | val_loss: 0.0311496 | Time: 6523.37 ms
[2022-03-23 08:15:13 main:574] : INFO : Epoch 1882 | loss: 0.0310887 | val_loss: 0.0311361 | Time: 6551.27 ms
[2022-03-23 08:15:19 main:574] : INFO : Epoch 1883 | loss: 0.0310873 | val_loss: 0.0311399 | Time: 6543.71 ms
[2022-03-23 08:15:26 main:574] : INFO : Epoch 1884 | loss: 0.0310857 | val_loss: 0.0311514 | Time: 6534.29 ms
[2022-03-23 08:15:33 main:574] : INFO : Epoch 1885 | loss: 0.0310993 | val_loss: 0.0311444 | Time: 6556.34 ms
[2022-03-23 08:15:39 main:574] : INFO : Epoch 1886 | loss: 0.0310996 | val_loss: 0.0311454 | Time: 6535.56 ms
[2022-03-23 08:15:46 main:574] : INFO : Epoch 1887 | loss: 0.0310982 | val_loss: 0.0311366 | Time: 6541.33 ms
[2022-03-23 08:15:52 main:574] : INFO : Epoch 1888 | loss: 0.0310964 | val_loss: 0.0311481 | Time: 6549.01 ms
[2022-03-23 08:15:59 main:574] : INFO : Epoch 1889 | loss: 0.031097 | val_loss: 0.0311401 | Time: 6548.17 ms
[2022-03-23 08:16:05 main:574] : INFO : Epoch 1890 | loss: 0.031093 | val_loss: 0.0311441 | Time: 6545.91 ms
[2022-03-23 08:16:12 main:574] : INFO : Epoch 1891 | loss: 0.0310914 | val_loss: 0.0311458 | Time: 6517.39 ms
[2022-03-23 08:16:18 main:574] : INFO : Epoch 1892 | loss: 0.031092 | val_loss: 0.0311416 | Time: 6577.06 ms
[2022-03-23 08:16:25 main:574] : INFO : Epoch 1893 | loss: 0.0310885 | val_loss: 0.0311433 | Time: 6550.39 ms
[2022-03-23 08:16:31 main:574] : INFO : Epoch 1894 | loss: 0.0310848 | val_loss: 0.0311468 | Time: 6526.83 ms
[2022-03-23 08:16:38 main:574] : INFO : Epoch 1895 | loss: 0.0310849 | val_loss: 0.031142 | Time: 6538.74 ms
[2022-03-23 08:16:45 main:574] : INFO : Epoch 1896 | loss: 0.031084 | val_loss: 0.0311432 | Time: 6597.47 ms
[2022-03-23 08:16:51 main:574] : INFO : Epoch 1897 | loss: 0.0310853 | val_loss: 0.0311383 | Time: 6546.12 ms
[2022-03-23 08:16:58 main:574] : INFO : Epoch 1898 | loss: 0.0310887 | val_loss: 0.0311378 | Time: 6538.74 ms
[2022-03-23 08:17:04 main:574] : INFO : Epoch 1899 | loss: 0.0311145 | val_loss: 0.0311554 | Time: 6552.63 ms
[2022-03-23 08:17:11 main:574] : INFO : Epoch 1900 | loss: 0.0311525 | val_loss: 0.0311508 | Time: 6555.17 ms
[2022-03-23 08:17:17 main:574] : INFO : Epoch 1901 | loss: 0.0311475 | val_loss: 0.0311499 | Time: 6553.17 ms
[2022-03-23 08:17:24 main:574] : INFO : Epoch 1902 | loss: 0.0311414 | val_loss: 0.0311474 | Time: 6537.04 ms
[2022-03-23 08:17:30 main:574] : INFO : Epoch 1903 | loss: 0.0311397 | val_loss: 0.0311472 | Time: 6543.25 ms
[2022-03-23 08:17:37 main:574] : INFO : Epoch 1904 | loss: 0.0311347 | val_loss: 0.0311405 | Time: 6536.84 ms
[2022-03-23 08:17:44 main:574] : INFO : Epoch 1905 | loss: 0.0311308 | val_loss: 0.0311474 | Time: 6574.51 ms
[2022-03-23 08:17:50 main:574] : INFO : Epoch 1906 | loss: 0.0311291 | val_loss: 0.0311427 | Time: 6542.83 ms
[2022-03-23 08:17:57 main:574] : INFO : Epoch 1907 | loss: 0.0311237 | val_loss: 0.03114 | Time: 6526.41 ms
[2022-03-23 08:18:03 main:574] : INFO : Epoch 1908 | loss: 0.0311215 | val_loss: 0.0311377 | Time: 6559.58 ms
[2022-03-23 08:18:10 main:574] : INFO : Epoch 1909 | loss: 0.0311189 | val_loss: 0.0311349 | Time: 6553.05 ms
[2022-03-23 08:18:16 main:574] : INFO : Epoch 1910 | loss: 0.0311211 | val_loss: 0.0311373 | Time: 6536.56 ms
[2022-03-23 08:18:23 main:574] : INFO : Epoch 1911 | loss: 0.0311181 | val_loss: 0.0311348 | Time: 6527.26 ms
[2022-03-23 08:18:29 main:574] : INFO : Epoch 1912 | loss: 0.0311144 | val_loss: 0.031134 | Time: 6558.17 ms
[2022-03-23 08:18:36 main:574] : INFO : Epoch 1913 | loss: 0.0311128 | val_loss: 0.0311344 | Time: 6547.52 ms
[2022-03-23 08:18:43 main:574] : INFO : Epoch 1914 | loss: 0.0311143 | val_loss: 0.0311361 | Time: 6553.98 ms
[2022-03-23 08:18:49 main:574] : INFO : Epoch 1915 | loss: 0.0311146 | val_loss: 0.0311332 | Time: 6540.47 ms
[2022-03-23 08:18:56 main:574] : INFO : Epoch 1916 | loss: 0.0311137 | val_loss: 0.0311335 | Time: 6577.37 ms
[2022-03-23 08:19:02 main:574] : INFO : Epoch 1917 | loss: 0.0311132 | val_loss: 0.0311354 | Time: 6533.02 ms
[2022-03-23 08:19:09 main:574] : INFO : Epoch 1918 | loss: 0.0311123 | val_loss: 0.0311335 | Time: 6540.73 ms
[2022-03-23 08:19:15 main:574] : INFO : Epoch 1919 | loss: 0.0311232 | val_loss: 0.0311415 | Time: 6538.54 ms
[2022-03-23 08:19:22 main:574] : INFO : Epoch 1920 | loss: 0.0311362 | val_loss: 0.0311377 | Time: 6538.01 ms
[2022-03-23 08:19:28 main:574] : INFO : Epoch 1921 | loss: 0.0311289 | val_loss: 0.0311353 | Time: 6539.44 ms
[2022-03-23 08:19:35 main:574] : INFO : Epoch 1922 | loss: 0.0311273 | val_loss: 0.0311342 | Time: 6542.28 ms
[2022-03-23 08:19:41 main:574] : INFO : Epoch 1923 | loss: 0.0311238 | val_loss: 0.0311403 | Time: 6534.38 ms
[2022-03-23 08:19:48 main:574] : INFO : Epoch 1924 | loss: 0.0311214 | val_loss: 0.0311358 | Time: 6553.69 ms
[2022-03-23 08:19:55 main:574] : INFO : Epoch 1925 | loss: 0.0311197 | val_loss: 0.0311367 | Time: 6556.62 ms
[2022-03-23 08:20:01 main:574] : INFO : Epoch 1926 | loss: 0.0311166 | val_loss: 0.0311376 | Time: 6535.6 ms
[2022-03-23 08:20:08 main:574] : INFO : Epoch 1927 | loss: 0.0311173 | val_loss: 0.0311401 | Time: 6510.71 ms
[2022-03-23 08:20:14 main:574] : INFO : Epoch 1928 | loss: 0.031117 | val_loss: 0.0311403 | Time: 6557.11 ms
[2022-03-23 08:20:21 main:574] : INFO : Epoch 1929 | loss: 0.0311171 | val_loss: 0.0311358 | Time: 6547.29 ms
[2022-03-23 08:20:27 main:574] : INFO : Epoch 1930 | loss: 0.0311149 | val_loss: 0.0311324 | Time: 6519.65 ms
[2022-03-23 08:20:34 main:574] : INFO : Epoch 1931 | loss: 0.0311174 | val_loss: 0.0311342 | Time: 6537.66 ms
[2022-03-23 08:20:40 main:574] : INFO : Epoch 1932 | loss: 0.0311215 | val_loss: 0.0311408 | Time: 6572.67 ms
[2022-03-23 08:20:47 main:574] : INFO : Epoch 1933 | loss: 0.0311155 | val_loss: 0.0311355 | Time: 6545.91 ms
[2022-03-23 08:20:53 main:574] : INFO : Epoch 1934 | loss: 0.0311107 | val_loss: 0.0311356 | Time: 6537.12 ms
[2022-03-23 08:21:00 main:574] : INFO : Epoch 1935 | loss: 0.0311081 | val_loss: 0.0311377 | Time: 6586.49 ms
[2022-03-23 08:21:07 main:574] : INFO : Epoch 1936 | loss: 0.0311078 | val_loss: 0.0311322 | Time: 6565.68 ms
[2022-03-23 08:21:13 main:574] : INFO : Epoch 1937 | loss: 0.0311057 | val_loss: 0.0311319 | Time: 6543.94 ms
[2022-03-23 08:21:20 main:574] : INFO : Epoch 1938 | loss: 0.0311058 | val_loss: 0.0311347 | Time: 6543.05 ms
[2022-03-23 08:21:26 main:574] : INFO : Epoch 1939 | loss: 0.0311056 | val_loss: 0.0311299 | Time: 6551.24 ms
[2022-03-23 08:21:33 main:574] : INFO : Epoch 1940 | loss: 0.0311113 | val_loss: 0.0311343 | Time: 6530.35 ms
[2022-03-23 08:21:39 main:574] : INFO : Epoch 1941 | loss: 0.0311134 | val_loss: 0.0311354 | Time: 6563.55 ms
[2022-03-23 08:21:46 main:574] : INFO : Epoch 1942 | loss: 0.0311094 | val_loss: 0.0311379 | Time: 6554.78 ms
[2022-03-23 08:21:52 main:574] : INFO : Epoch 1943 | loss: 0.0311078 | val_loss: 0.0311319 | Time: 6513.47 ms
[2022-03-23 08:21:59 main:574] : INFO : Epoch 1944 | loss: 0.031106 | val_loss: 0.0311308 | Time: 6568.15 ms
[2022-03-23 08:22:06 main:574] : INFO : Epoch 1945 | loss: 0.0311044 | val_loss: 0.0311315 | Time: 6547.01 ms
[2022-03-23 08:22:12 main:574] : INFO : Epoch 1946 | loss: 0.031103 | val_loss: 0.0311413 | Time: 6539.88 ms
[2022-03-23 08:22:19 main:574] : INFO : Epoch 1947 | loss: 0.0311034 | val_loss: 0.0311318 | Time: 6528.04 ms
[2022-03-23 08:22:25 main:574] : INFO : Epoch 1948 | loss: 0.0311017 | val_loss: 0.0311357 | Time: 6554.18 ms
[2022-03-23 08:22:32 main:574] : INFO : Epoch 1949 | loss: 0.031104 | val_loss: 0.0311329 | Time: 6556.47 ms
[2022-03-23 08:22:38 main:574] : INFO : Epoch 1950 | loss: 0.0311008 | val_loss: 0.0311315 | Time: 6526.26 ms
[2022-03-23 08:22:45 main:574] : INFO : Epoch 1951 | loss: 0.0311028 | val_loss: 0.0311333 | Time: 6538.13 ms
[2022-03-23 08:22:51 main:574] : INFO : Epoch 1952 | loss: 0.0310996 | val_loss: 0.0311306 | Time: 6557.1 ms
[2022-03-23 08:22:58 main:574] : INFO : Epoch 1953 | loss: 0.0311001 | val_loss: 0.0311317 | Time: 6533.28 ms
[2022-03-23 08:23:04 main:574] : INFO : Epoch 1954 | loss: 0.031105 | val_loss: 0.0311321 | Time: 6545.19 ms
[2022-03-23 08:23:11 main:574] : INFO : Epoch 1955 | loss: 0.0311035 | val_loss: 0.0311327 | Time: 6535.43 ms
[2022-03-23 08:23:18 main:574] : INFO : Epoch 1956 | loss: 0.031105 | val_loss: 0.0311332 | Time: 6540.32 ms
[2022-03-23 08:23:24 main:574] : INFO : Epoch 1957 | loss: 0.0311046 | val_loss: 0.0311298 | Time: 6557.1 ms
[2022-03-23 08:23:31 main:574] : INFO : Epoch 1958 | loss: 0.0311037 | val_loss: 0.0311323 | Time: 6541.23 ms
[2022-03-23 08:23:37 main:574] : INFO : Epoch 1959 | loss: 0.0311166 | val_loss: 0.0311401 | Time: 6547.91 ms
[2022-03-23 08:23:44 main:574] : INFO : Epoch 1960 | loss: 0.0311201 | val_loss: 0.0311352 | Time: 6538.66 ms
[2022-03-23 08:23:50 main:574] : INFO : Epoch 1961 | loss: 0.0311187 | val_loss: 0.0311408 | Time: 6553.97 ms
[2022-03-23 08:23:57 main:574] : INFO : Epoch 1962 | loss: 0.031117 | val_loss: 0.0311371 | Time: 6558.76 ms
[2022-03-23 08:24:03 main:574] : INFO : Epoch 1963 | loss: 0.0311159 | val_loss: 0.0311435 | Time: 6520.96 ms
[2022-03-23 08:24:10 main:574] : INFO : Epoch 1964 | loss: 0.0311144 | val_loss: 0.0311393 | Time: 6572.91 ms
[2022-03-23 08:24:17 main:574] : INFO : Epoch 1965 | loss: 0.0311124 | val_loss: 0.0311335 | Time: 6552.76 ms
[2022-03-23 08:24:23 main:574] : INFO : Epoch 1966 | loss: 0.0311096 | val_loss: 0.0311372 | Time: 6531.89 ms
[2022-03-23 08:24:30 main:574] : INFO : Epoch 1967 | loss: 0.0311103 | val_loss: 0.0311426 | Time: 6540.56 ms
[2022-03-23 08:24:36 main:574] : INFO : Epoch 1968 | loss: 0.0311068 | val_loss: 0.031134 | Time: 6559.97 ms
[2022-03-23 08:24:43 main:574] : INFO : Epoch 1969 | loss: 0.0311051 | val_loss: 0.0311354 | Time: 6535.14 ms
[2022-03-23 08:24:49 main:574] : INFO : Epoch 1970 | loss: 0.031105 | val_loss: 0.0311408 | Time: 6535.83 ms
[2022-03-23 08:24:56 main:574] : INFO : Epoch 1971 | loss: 0.0311007 | val_loss: 0.0311374 | Time: 6546.92 ms
[2022-03-23 08:25:03 main:574] : INFO : Epoch 1972 | loss: 0.0310976 | val_loss: 0.0311374 | Time: 6554.97 ms
[2022-03-23 08:25:09 main:574] : INFO : Epoch 1973 | loss: 0.0310985 | val_loss: 0.031137 | Time: 6539.54 ms
[2022-03-23 08:25:16 main:574] : INFO : Epoch 1974 | loss: 0.0310993 | val_loss: 0.0311316 | Time: 6554.4 ms
[2022-03-23 08:25:22 main:574] : INFO : Epoch 1975 | loss: 0.0311013 | val_loss: 0.0311351 | Time: 6549.06 ms
[2022-03-23 08:25:29 main:574] : INFO : Epoch 1976 | loss: 0.0311002 | val_loss: 0.0311353 | Time: 6542.72 ms
[2022-03-23 08:25:35 main:574] : INFO : Epoch 1977 | loss: 0.0310988 | val_loss: 0.0311362 | Time: 6546.13 ms
[2022-03-23 08:25:42 main:574] : INFO : Epoch 1978 | loss: 0.0310991 | val_loss: 0.0311331 | Time: 6542.73 ms
[2022-03-23 08:25:48 main:574] : INFO : Epoch 1979 | loss: 0.031097 | val_loss: 0.0311366 | Time: 6541.55 ms
[2022-03-23 08:25:55 main:574] : INFO : Epoch 1980 | loss: 0.0310936 | val_loss: 0.0311332 | Time: 6561.68 ms
[2022-03-23 08:26:01 main:574] : INFO : Epoch 1981 | loss: 0.0310914 | val_loss: 0.0311335 | Time: 6577.6 ms
[2022-03-23 08:26:08 main:574] : INFO : Epoch 1982 | loss: 0.0310898 | val_loss: 0.0311393 | Time: 6532.64 ms
[2022-03-23 08:26:15 main:574] : INFO : Epoch 1983 | loss: 0.031088 | val_loss: 0.0311399 | Time: 6530.5 ms
[2022-03-23 08:26:21 main:574] : INFO : Epoch 1984 | loss: 0.0310904 | val_loss: 0.031138 | Time: 6553.1 ms
[2022-03-23 08:26:28 main:574] : INFO : Epoch 1985 | loss: 0.0310909 | val_loss: 0.0311341 | Time: 6541.06 ms
[2022-03-23 08:26:34 main:574] : INFO : Epoch 1986 | loss: 0.0310873 | val_loss: 0.0311317 | Time: 6532.77 ms
[2022-03-23 08:26:41 main:574] : INFO : Epoch 1987 | loss: 0.03109 | val_loss: 0.0311355 | Time: 6536.64 ms
[2022-03-23 08:26:47 main:574] : INFO : Epoch 1988 | loss: 0.031089 | val_loss: 0.031131 | Time: 6560.26 ms
[2022-03-23 08:26:54 main:574] : INFO : Epoch 1989 | loss: 0.0310884 | val_loss: 0.0311337 | Time: 6535.43 ms
[2022-03-23 08:27:00 main:574] : INFO : Epoch 1990 | loss: 0.031091 | val_loss: 0.0311271 | Time: 6537.32 ms
[2022-03-23 08:27:07 main:574] : INFO : Epoch 1991 | loss: 0.0310906 | val_loss: 0.0311313 | Time: 6540.98 ms
[2022-03-23 08:27:13 main:574] : INFO : Epoch 1992 | loss: 0.0310907 | val_loss: 0.0311302 | Time: 6541.21 ms
[2022-03-23 08:27:20 main:574] : INFO : Epoch 1993 | loss: 0.0310882 | val_loss: 0.0311331 | Time: 6543.73 ms
[2022-03-23 08:27:27 main:574] : INFO : Epoch 1994 | loss: 0.031086 | val_loss: 0.0311301 | Time: 6546.01 ms
[2022-03-23 08:27:33 main:574] : INFO : Epoch 1995 | loss: 0.0310845 | val_loss: 0.0311269 | Time: 6524.67 ms
[2022-03-23 08:27:40 main:574] : INFO : Epoch 1996 | loss: 0.0310845 | val_loss: 0.0311344 | Time: 6544.5 ms
[2022-03-23 08:27:46 main:574] : INFO : Epoch 1997 | loss: 0.0310828 | val_loss: 0.0311276 | Time: 6551.78 ms
[2022-03-23 08:27:53 main:574] : INFO : Epoch 1998 | loss: 0.031088 | val_loss: 0.0311339 | Time: 6528.27 ms
[2022-03-23 08:27:59 main:574] : INFO : Epoch 1999 | loss: 0.0311021 | val_loss: 0.0311356 | Time: 6524.91 ms
[2022-03-23 08:28:06 main:574] : INFO : Epoch 2000 | loss: 0.031096 | val_loss: 0.0311296 | Time: 6554.85 ms
[2022-03-23 08:28:12 main:574] : INFO : Epoch 2001 | loss: 0.0310971 | val_loss: 0.0311327 | Time: 6561.74 ms
[2022-03-23 08:28:19 main:574] : INFO : Epoch 2002 | loss: 0.0310983 | val_loss: 0.0311286 | Time: 6538.77 ms
[2022-03-23 08:28:25 main:574] : INFO : Epoch 2003 | loss: 0.0310952 | val_loss: 0.0311289 | Time: 6541.1 ms
[2022-03-23 08:28:32 main:574] : INFO : Epoch 2004 | loss: 0.0310923 | val_loss: 0.031129 | Time: 6548.55 ms
[2022-03-23 08:28:39 main:574] : INFO : Epoch 2005 | loss: 0.0310907 | val_loss: 0.0311347 | Time: 6537.91 ms
[2022-03-23 08:28:45 main:574] : INFO : Epoch 2006 | loss: 0.031153 | val_loss: 0.0324836 | Time: 6530.03 ms
[2022-03-23 08:28:52 main:574] : INFO : Epoch 2007 | loss: 0.0333916 | val_loss: 0.0325738 | Time: 6549.23 ms
[2022-03-23 08:28:58 main:574] : INFO : Epoch 2008 | loss: 0.03304 | val_loss: 0.0317247 | Time: 6554.05 ms
[2022-03-23 08:29:05 main:574] : INFO : Epoch 2009 | loss: 0.0314148 | val_loss: 0.0312866 | Time: 6541.74 ms
[2022-03-23 08:29:11 main:574] : INFO : Epoch 2010 | loss: 0.031272 | val_loss: 0.031245 | Time: 6543.4 ms
[2022-03-23 08:29:18 main:574] : INFO : Epoch 2011 | loss: 0.0312184 | val_loss: 0.031192 | Time: 6539.91 ms
[2022-03-23 08:29:24 main:574] : INFO : Epoch 2012 | loss: 0.0311688 | val_loss: 0.0311605 | Time: 6564.66 ms
[2022-03-23 08:29:31 main:574] : INFO : Epoch 2013 | loss: 0.0311404 | val_loss: 0.0311409 | Time: 6551.39 ms
[2022-03-23 08:29:38 main:574] : INFO : Epoch 2014 | loss: 0.0311172 | val_loss: 0.0311306 | Time: 6567.57 ms
[2022-03-23 08:29:44 main:574] : INFO : Epoch 2015 | loss: 0.0311061 | val_loss: 0.0311259 | Time: 6531.88 ms
[2022-03-23 08:29:51 main:574] : INFO : Epoch 2016 | loss: 0.0311047 | val_loss: 0.0311413 | Time: 6559.58 ms
[2022-03-23 08:29:57 main:574] : INFO : Epoch 2017 | loss: 0.0311154 | val_loss: 0.0311296 | Time: 6553.38 ms
[2022-03-23 08:30:04 main:574] : INFO : Epoch 2018 | loss: 0.0311055 | val_loss: 0.0311271 | Time: 6536.86 ms
[2022-03-23 08:30:10 main:574] : INFO : Epoch 2019 | loss: 0.0311033 | val_loss: 0.0311258 | Time: 6532.17 ms
[2022-03-23 08:30:17 main:574] : INFO : Epoch 2020 | loss: 0.0310991 | val_loss: 0.0311265 | Time: 6550.34 ms
[2022-03-23 08:30:23 main:574] : INFO : Epoch 2021 | loss: 0.0310977 | val_loss: 0.0311277 | Time: 6562.85 ms
[2022-03-23 08:30:30 main:574] : INFO : Epoch 2022 | loss: 0.0310976 | val_loss: 0.0311239 | Time: 6520.72 ms
[2022-03-23 08:30:37 main:574] : INFO : Epoch 2023 | loss: 0.0310965 | val_loss: 0.0311236 | Time: 6550.33 ms
[2022-03-23 08:30:43 main:574] : INFO : Epoch 2024 | loss: 0.0310976 | val_loss: 0.0311318 | Time: 6565.1 ms
[2022-03-23 08:30:50 main:574] : INFO : Epoch 2025 | loss: 0.031095 | val_loss: 0.0311282 | Time: 6529.38 ms
[2022-03-23 08:30:56 main:574] : INFO : Epoch 2026 | loss: 0.0310972 | val_loss: 0.0311264 | Time: 6538.33 ms
[2022-03-23 08:31:03 main:574] : INFO : Epoch 2027 | loss: 0.0310971 | val_loss: 0.0311284 | Time: 6532.43 ms
[2022-03-23 08:31:09 main:574] : INFO : Epoch 2028 | loss: 0.0311083 | val_loss: 0.0311287 | Time: 6553.55 ms
[2022-03-23 08:31:16 main:574] : INFO : Epoch 2029 | loss: 0.0311036 | val_loss: 0.0311286 | Time: 6544.54 ms
[2022-03-23 08:31:22 main:574] : INFO : Epoch 2030 | loss: 0.0310977 | val_loss: 0.0311276 | Time: 6531.52 ms
[2022-03-23 08:31:29 main:574] : INFO : Epoch 2031 | loss: 0.0310948 | val_loss: 0.03113 | Time: 6535.06 ms
[2022-03-23 08:31:35 main:574] : INFO : Epoch 2032 | loss: 0.0310937 | val_loss: 0.0311289 | Time: 6527.28 ms
[2022-03-23 08:31:42 main:574] : INFO : Epoch 2033 | loss: 0.0310941 | val_loss: 0.0311316 | Time: 6559.73 ms
[2022-03-23 08:31:49 main:574] : INFO : Epoch 2034 | loss: 0.0310892 | val_loss: 0.0311315 | Time: 6537.11 ms
[2022-03-23 08:31:55 main:574] : INFO : Epoch 2035 | loss: 0.031089 | val_loss: 0.0311246 | Time: 6532.19 ms
[2022-03-23 08:32:02 main:574] : INFO : Epoch 2036 | loss: 0.0310871 | val_loss: 0.0311252 | Time: 6556.88 ms
[2022-03-23 08:32:08 main:574] : INFO : Epoch 2037 | loss: 0.0310861 | val_loss: 0.031128 | Time: 6548.58 ms
[2022-03-23 08:32:15 main:574] : INFO : Epoch 2038 | loss: 0.0310907 | val_loss: 0.031129 | Time: 6546.58 ms
[2022-03-23 08:32:21 main:574] : INFO : Epoch 2039 | loss: 0.0310895 | val_loss: 0.0311272 | Time: 6543.02 ms
[2022-03-23 08:32:28 main:574] : INFO : Epoch 2040 | loss: 0.0310855 | val_loss: 0.0311256 | Time: 6555.14 ms
[2022-03-23 08:32:34 main:574] : INFO : Epoch 2041 | loss: 0.0310862 | val_loss: 0.0311277 | Time: 6536.38 ms
[2022-03-23 08:32:41 main:574] : INFO : Epoch 2042 | loss: 0.0310847 | val_loss: 0.0311297 | Time: 6530.82 ms
[2022-03-23 08:32:47 main:574] : INFO : Epoch 2043 | loss: 0.0310817 | val_loss: 0.0311252 | Time: 6547.71 ms
[2022-03-23 08:32:54 main:574] : INFO : Epoch 2044 | loss: 0.0310809 | val_loss: 0.03113 | Time: 6555.03 ms
[2022-03-23 08:33:01 main:574] : INFO : Epoch 2045 | loss: 0.0310811 | val_loss: 0.0311258 | Time: 6543.52 ms
[2022-03-23 08:33:07 main:574] : INFO : Epoch 2046 | loss: 0.031079 | val_loss: 0.0311257 | Time: 6543.05 ms
[2022-03-23 08:33:14 main:574] : INFO : Epoch 2047 | loss: 0.0310819 | val_loss: 0.0311245 | Time: 6540.65 ms
[2022-03-23 08:33:20 main:574] : INFO : Epoch 2048 | loss: 0.0310821 | val_loss: 0.0311294 | Time: 6544.98 ms
[2022-03-23 08:33:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311294
[2022-03-23 08:33:20 main:603] : INFO : Saving end state to config to file
[2022-03-23 08:33:20 main:608] : INFO : Success, exiting..
08:33:20 (5360): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)